Pandas Profiling Report

Dataset statistics

Number of variables	24
Number of observations	19
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	3.7 KiB
Average record size in memory	198.9 B

Variable types

Text	7
Numeric	12
DateTime	1
Categorical	4

Alerts

`acousticness` is highly overall correlated with `danceability` and 1 other fields	High correlation
`danceability` is highly overall correlated with `acousticness` and 4 other fields	High correlation
`duration_ms` is highly overall correlated with `valence`	High correlation
`energy` is highly overall correlated with `loudness`	High correlation
`genero_clean` is highly overall correlated with `danceability` and 2 other fields	High correlation
`liveness` is highly overall correlated with `acousticness`	High correlation
`loudness` is highly overall correlated with `danceability` and 2 other fields	High correlation
`playlist_genre` is highly overall correlated with `danceability` and 2 other fields	High correlation
`playlist_subgenre` is highly overall correlated with `genero_clean` and 2 other fields	High correlation
`speechiness` is highly overall correlated with `playlist_subgenre` and 1 other fields	High correlation
`tempo` is highly overall correlated with `danceability` and 2 other fields	High correlation
`valence` is highly overall correlated with `duration_ms`	High correlation
`track_id` has unique values	Unique
`track_name` has unique values	Unique
`energy` has unique values	Unique
`loudness` has unique values	Unique
`speechiness` has unique values	Unique
`acousticness` has unique values	Unique
`liveness` has unique values	Unique
`tempo` has unique values	Unique
`duration_ms` has unique values	Unique
`key` has 2 (10.5%) zeros	Zeros
`instrumentalness` has 3 (15.8%) zeros	Zeros

Reproduction

Analysis started	2024-09-20 00:31:17.108455
Analysis finished	2024-09-20 00:31:33.240454
Duration	16.13 seconds
Software version	ydata-profiling vv4.10.0
Download configuration	config.json

track_id
Text

UNIQUE

Distinct	19
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	284.0 B

Length

Max length	22
Median length	22
Mean length	22
Min length	22

Characters and Unicode

Total characters	418
Distinct characters	62
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	19 ?
Unique (%)	100.0%

Sample

1st row	6nTiIhLmQ3FWhvrGafw2zj
2nd row	3CRDbSIZ4r5MsZ0YwxuEkn
3rd row	01vv2AjxgP4uUyb8waYO5Y
4th row	7i9763l5SSfOnqZ35VOcfy
5th row	4EchqUKQ3qAQuRNKmeIpnf

Value	Count	Frequency (%)
6ntiihlmq3fwhvrgafw2zj	1	5.3%
3crdbsiz4r5msz0ywxuekn	1	5.3%
01vv2ajxgp4uuyb8wayo5y	1	5.3%
7i9763l5ssfonqz35vocfy	1	5.3%
4echqukq3qaqurnkmeipnf	1	5.3%
5ohxk2do5cohf1krpopign	1	5.3%
5zlcyar6ti5ueoipgl41xh	1	5.3%
086mys9r57yslbjpu0tgk9	1	5.3%
6ggpso9iwdxajumnrlpam5	1	5.3%
5t1sjqecaltwjcfgl50aqt	1	5.3%
Other values (9)	9	47.4%

Most occurring characters

Value	Count	Frequency (%)
5	18	4.3%
w	13	3.1%
6	11	2.6%
a	11	2.6%
O	11	2.6%
Z	10	2.4%
A	10	2.4%
y	10	2.4%
h	10	2.4%
n	9	2.2%
Other values (52)	305	73.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	418	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
5	18	4.3%
w	13	3.1%
6	11	2.6%
a	11	2.6%
O	11	2.6%
Z	10	2.4%
A	10	2.4%
y	10	2.4%
h	10	2.4%
n	9	2.2%
Other values (52)	305	73.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	418	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
5	18	4.3%
w	13	3.1%
6	11	2.6%
a	11	2.6%
O	11	2.6%
Z	10	2.4%
A	10	2.4%
y	10	2.4%
h	10	2.4%
n	9	2.2%
Other values (52)	305	73.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	418	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
5	18	4.3%
w	13	3.1%
6	11	2.6%
a	11	2.6%
O	11	2.6%
Z	10	2.4%
A	10	2.4%
y	10	2.4%
h	10	2.4%
n	9	2.2%
Other values (52)	305	73.0%

track_name
Text

UNIQUE

Distinct	19
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	284.0 B

Length

Max length	40
Median length	12
Mean length	12.578947
Min length	5

Characters and Unicode

Total characters	239
Distinct characters	40
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	19 ?
Unique (%)	100.0%

Sample

1st row	American Idiot
2nd row	Stressed Out
3rd row	Morph
4th row	Heavydirtysoul
5th row	The Kids Aren't Alright

Value	Count	Frequency (%)
the	3	7.3%
me	2	4.9%
out	2	4.9%
american	1	2.4%
idiot	1	2.4%
morph	1	2.4%
stressed	1	2.4%
kids	1	2.4%
heavydirtysoul	1	2.4%
alright	1	2.4%
Other values (27)	27	65.9%

Most occurring characters

Value	Count	Frequency (%)
e	24	10.0%
	22	9.2%
i	14	5.9%
a	13	5.4%
n	13	5.4%
r	12	5.0%
o	10	4.2%
h	10	4.2%
l	9	3.8%
d	9	3.8%
Other values (30)	103	43.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	239	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	24	10.0%
	22	9.2%
i	14	5.9%
a	13	5.4%
n	13	5.4%
r	12	5.0%
o	10	4.2%
h	10	4.2%
l	9	3.8%
d	9	3.8%
Other values (30)	103	43.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	239	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	24	10.0%
	22	9.2%
i	14	5.9%
a	13	5.4%
n	13	5.4%
r	12	5.0%
o	10	4.2%
h	10	4.2%
l	9	3.8%
d	9	3.8%
Other values (30)	103	43.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	239	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	24	10.0%
	22	9.2%
i	14	5.9%
a	13	5.4%
n	13	5.4%
r	12	5.0%
o	10	4.2%
h	10	4.2%
l	9	3.8%
d	9	3.8%
Other values (30)	103	43.1%

track_artist
Text

Distinct	16
Distinct (%)	84.2%
Missing	0
Missing (%)	0.0%
Memory size	284.0 B

Length

Max length	21
Median length	17
Mean length	13.894737
Min length	6

Characters and Unicode

Total characters	264
Distinct characters	41
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	14 ?
Unique (%)	73.7%

Sample

1st row	Green Day
2nd row	Twenty One Pilots
3rd row	Twenty One Pilots
4th row	Twenty One Pilots
5th row	The Offspring

Value	Count	Frequency (%)
the	6	12.5%
twenty	3	6.2%
one	3	6.2%
pilots	3	6.2%
bring	2	4.2%
me	2	4.2%
horizon	2	4.2%
offspring	1	2.1%
green	1	2.1%
day	1	2.1%
Other values (24)	24	50.0%

Most occurring characters

Value	Count	Frequency (%)
e	29	11.0%
	29	11.0%
i	18	6.8%
n	17	6.4%
r	15	5.7%
o	14	5.3%
l	13	4.9%
T	11	4.2%
t	11	4.2%
s	10	3.8%
Other values (31)	97	36.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	264	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	29	11.0%
	29	11.0%
i	18	6.8%
n	17	6.4%
r	15	5.7%
o	14	5.3%
l	13	4.9%
T	11	4.2%
t	11	4.2%
s	10	3.8%
Other values (31)	97	36.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	264	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	29	11.0%
	29	11.0%
i	18	6.8%
n	17	6.4%
r	15	5.7%
o	14	5.3%
l	13	4.9%
T	11	4.2%
t	11	4.2%
s	10	3.8%
Other values (31)	97	36.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	264	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	29	11.0%
	29	11.0%
i	18	6.8%
n	17	6.4%
r	15	5.7%
o	14	5.3%
l	13	4.9%
T	11	4.2%
t	11	4.2%
s	10	3.8%
Other values (31)	97	36.7%

track_popularity
Real number (ℝ)

Distinct	17
Distinct (%)	89.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	54

Minimum	2
Maximum	83
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	284.0 B

Quantile statistics

Minimum	2
5-th percentile	2
Q1	48.5
median	58
Q3	74.5
95-th percentile	80.3
Maximum	83
Range	81
Interquartile range (IQR)	26

Descriptive statistics

Standard deviation	25.892942
Coefficient of variation (CV)	0.47949893
Kurtosis	-0.058662655
Mean	54
Median Absolute Deviation (MAD)	15
Skewness	-1.0088352
Sum	1026
Variance	670.44444
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
76	2	10.5%
2	2	10.5%
78	1	5.3%
70	1	5.3%
83	1	5.3%
80	1	5.3%
55	1	5.3%
23	1	5.3%
71	1	5.3%
53	1	5.3%
Other values (7)	7	36.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	2	10.5%
14	1	5.3%
23	1	5.3%
47	1	5.3%
50	1	5.3%
53	1	5.3%
54	1	5.3%
55	1	5.3%
58	1	5.3%
61	1	5.3%

Value	Count	Frequency (%)
83	1	5.3%
80	1	5.3%
78	1	5.3%
76	2	10.5%
73	1	5.3%
71	1	5.3%
70	1	5.3%
61	1	5.3%
58	1	5.3%
55	1	5.3%

track_album_id
Text

Distinct	18
Distinct (%)	94.7%
Missing	0
Missing (%)	0.0%
Memory size	284.0 B

Length

Max length	22
Median length	22
Mean length	22
Min length	22

Characters and Unicode

Total characters	418
Distinct characters	62
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	17 ?
Unique (%)	89.5%

Sample

1st row	5dN7F9DV0Qg1XRdIgW8rke
2nd row	3cQO7jp5S9qLBoIVtbkSM1
3rd row	621cXqrTSSJi1WqDMSLmbL
4th row	3cQO7jp5S9qLBoIVtbkSM1
5th row	2RNTBrSO8U8XjjEj9RVvZ5

Value	Count	Frequency (%)
3cqo7jp5s9qlboivtbksm1	2	10.5%
5dn7f9dv0qg1xrdigw8rke	1	5.3%
621cxqrtssji1wqdmslmbl	1	5.3%
2rntbrso8u8xjjej9rvvz5	1	5.3%
1fzkim3jvdcxtchxdo5jov	1	5.3%
7mxf1fnld12k1e5mpkmdkg	1	5.3%
78bpiziexqii9qztvnflqu	1	5.3%
4zkvdtygr99rwfrs0fno4d	1	5.3%
2tsteamvl7vkfgaewysgyp	1	5.3%
2cutwbzsddkgequlgpzxyn	1	5.3%
Other values (8)	8	42.1%

Most occurring characters

Value	Count	Frequency (%)
L	14	3.3%
j	11	2.6%
S	11	2.6%
O	10	2.4%
d	10	2.4%
V	10	2.4%
k	10	2.4%
1	10	2.4%
D	9	2.2%
t	9	2.2%
Other values (52)	314	75.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	418	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
L	14	3.3%
j	11	2.6%
S	11	2.6%
O	10	2.4%
d	10	2.4%
V	10	2.4%
k	10	2.4%
1	10	2.4%
D	9	2.2%
t	9	2.2%
Other values (52)	314	75.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	418	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
L	14	3.3%
j	11	2.6%
S	11	2.6%
O	10	2.4%
d	10	2.4%
V	10	2.4%
k	10	2.4%
1	10	2.4%
D	9	2.2%
t	9	2.2%
Other values (52)	314	75.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	418	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
L	14	3.3%
j	11	2.6%
S	11	2.6%
O	10	2.4%
d	10	2.4%
V	10	2.4%
k	10	2.4%
1	10	2.4%
D	9	2.2%
t	9	2.2%
Other values (52)	314	75.1%

track_album_name
Text

Distinct	18
Distinct (%)	94.7%
Missing	0
Missing (%)	0.0%
Memory size	284.0 B

Length

Max length	45
Median length	14
Mean length	12.473684
Min length	2

Characters and Unicode

Total characters	237
Distinct characters	40
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	17 ?
Unique (%)	89.5%

Sample

1st row	American Idiot
2nd row	Blurryface
3rd row	Trench
4th row	Blurryface
5th row	Americana

Value	Count	Frequency (%)
blurryface	2	5.3%
down	2	5.3%
	2	5.3%
track	2	5.3%
the	2	5.3%
harry	1	2.6%
styles	1	2.6%
american	1	2.6%
idiot	1	2.6%
am	1	2.6%
Other values (23)	23	60.5%

Most occurring characters

Value	Count	Frequency (%)
e	21	8.9%
r	20	8.4%
a	20	8.4%
	19	8.0%
n	14	5.9%
i	12	5.1%
c	10	4.2%
o	8	3.4%
y	7	3.0%
T	7	3.0%
Other values (30)	99	41.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	237	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	21	8.9%
r	20	8.4%
a	20	8.4%
	19	8.0%
n	14	5.9%
i	12	5.1%
c	10	4.2%
o	8	3.4%
y	7	3.0%
T	7	3.0%
Other values (30)	99	41.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	237	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	21	8.9%
r	20	8.4%
a	20	8.4%
	19	8.0%
n	14	5.9%
i	12	5.1%
c	10	4.2%
o	8	3.4%
y	7	3.0%
T	7	3.0%
Other values (30)	99	41.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	237	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	21	8.9%
r	20	8.4%
a	20	8.4%
	19	8.0%
n	14	5.9%
i	12	5.1%
c	10	4.2%
o	8	3.4%
y	7	3.0%
T	7	3.0%
Other values (30)	99	41.8%

track_album_release_date
Date

Distinct	18
Distinct (%)	94.7%
Missing	0
Missing (%)	0.0%
Memory size	284.0 B

Minimum	1998-11-16 00:00:00
Maximum	2020-01-10 00:00:00

Histogram

Histogram with fixed size bins (bins=18)

playlist_name
Text

Distinct	10
Distinct (%)	52.6%
Missing	0
Missing (%)	0.0%
Memory size	284.0 B

Length

Max length	92
Median length	45
Mean length	18.157895
Min length	9

Characters and Unicode

Total characters	345
Distinct characters	55
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	8 ?
Unique (%)	42.1%

Sample

1st row	Dr. Q's Prescription Playlist💊
2nd row	BALLARE - رقص
3rd row	Electropop
4th row	②⓪①⑨ mixed
5th row	SNZB PERMANENT WAVE

Value	Count	Frequency (%)
rock	14	21.5%
hard	10	15.4%
	7	10.8%
permanent	4	6.2%
wave	4	6.2%
pop	2	3.1%
رقص	1	1.5%
dr	1	1.5%
q's	1	1.5%
prescription	1	1.5%
Other values (20)	20	30.8%

Most occurring characters

Value	Count	Frequency (%)
	46	13.3%
o	27	7.8%
r	25	7.2%
a	20	5.8%
e	19	5.5%
k	17	4.9%
R	16	4.6%
d	16	4.6%
c	16	4.6%
n	14	4.1%
Other values (45)	129	37.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	345	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	46	13.3%
o	27	7.8%
r	25	7.2%
a	20	5.8%
e	19	5.5%
k	17	4.9%
R	16	4.6%
d	16	4.6%
c	16	4.6%
n	14	4.1%
Other values (45)	129	37.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	345	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	46	13.3%
o	27	7.8%
r	25	7.2%
a	20	5.8%
e	19	5.5%
k	17	4.9%
R	16	4.6%
d	16	4.6%
c	16	4.6%
n	14	4.1%
Other values (45)	129	37.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	345	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	46	13.3%
o	27	7.8%
r	25	7.2%
a	20	5.8%
e	19	5.5%
k	17	4.9%
R	16	4.6%
d	16	4.6%
c	16	4.6%
n	14	4.1%
Other values (45)	129	37.4%

playlist_id
Text

Distinct	10
Distinct (%)	52.6%
Missing	0
Missing (%)	0.0%
Memory size	284.0 B

Length

Max length	22
Median length	22
Mean length	22
Min length	22

Characters and Unicode

Total characters	418
Distinct characters	58
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	8 ?
Unique (%)	42.1%

Sample

1st row	6jAPdgY9XmxC9cgkXAVmVv
2nd row	1CMvQ4Yr5DlYvYzI0Vc2UE
3rd row	2Z5cPJ6Z4EVZAfF08amjvL
4th row	2bOjjgN1S3Gqd8vSMyafvJ
5th row	6CgjYkPIWTxJi8RtPcki02

Value	Count	Frequency (%)
37i9dqzf1dwwjomj7nrx0c	9	47.4%
3ufygoayrp71xs6t6y8bh2	2	10.5%
1cmvq4yr5dlyvyzi0vc2ue	1	5.3%
6japdgy9xmxc9cgkxavmvv	1	5.3%
2z5cpj6z4evzaff08amjvl	1	5.3%
2bojjgn1s3gqd8vsmyafvj	1	5.3%
3e6gypyrtbab8bwgshct5j	1	5.3%
6cgjykpiwtxji8rtpcki02	1	5.3%
1vnvybdqov5tczanxyferl	1	5.3%
4tg1lzmd9hfvz9e1bk6gnu	1	5.3%

Most occurring characters

Value	Count	Frequency (%)
J	21	5.0%
7	20	4.8%
W	20	4.8%
1	16	3.8%
Z	14	3.3%
C	14	3.3%
x	13	3.1%
3	13	3.1%
9	13	3.1%
F	13	3.1%
Other values (48)	261	62.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	418	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
J	21	5.0%
7	20	4.8%
W	20	4.8%
1	16	3.8%
Z	14	3.3%
C	14	3.3%
x	13	3.1%
3	13	3.1%
9	13	3.1%
F	13	3.1%
Other values (48)	261	62.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	418	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
J	21	5.0%
7	20	4.8%
W	20	4.8%
1	16	3.8%
Z	14	3.3%
C	14	3.3%
x	13	3.1%
3	13	3.1%
9	13	3.1%
F	13	3.1%
Other values (48)	261	62.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	418	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
J	21	5.0%
7	20	4.8%
W	20	4.8%
1	16	3.8%
Z	14	3.3%
C	14	3.3%
x	13	3.1%
3	13	3.1%
9	13	3.1%
F	13	3.1%
Other values (48)	261	62.4%

playlist_genre
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	10.5%
Missing	0
Missing (%)	0.0%
Memory size	284.0 B

rock	16
pop	3

Length

Max length	4
Median length	4
Mean length	3.8421053
Min length	3

Characters and Unicode

Total characters	73
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	pop
2nd row	pop
3rd row	pop
4th row	rock
5th row	rock

Common Values

Value	Count	Frequency (%)
rock	16	84.2%
pop	3	15.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
rock	16	84.2%
pop	3	15.8%

Most occurring characters

Value	Count	Frequency (%)
o	19	26.0%
r	16	21.9%
c	16	21.9%
k	16	21.9%
p	6	8.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	73	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
o	19	26.0%
r	16	21.9%
c	16	21.9%
k	16	21.9%
p	6	8.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	73	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
o	19	26.0%
r	16	21.9%
c	16	21.9%
k	16	21.9%
p	6	8.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	73	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
o	19	26.0%
r	16	21.9%
c	16	21.9%
k	16	21.9%
p	6	8.2%

playlist_subgenre
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	21.1%
Missing	0
Missing (%)	0.0%
Memory size	284.0 B

hard rock	10
permanent wave	6
post-teen pop	2
electropop	1

Length

Max length	14
Median length	9
Mean length	11.052632
Min length	9

Characters and Unicode

Total characters	210
Distinct characters	18
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	5.3%

Sample

1st row	post-teen pop
2nd row	post-teen pop
3rd row	electropop
4th row	permanent wave
5th row	permanent wave

Common Values

Value	Count	Frequency (%)
hard rock	10	52.6%
permanent wave	6	31.6%
post-teen pop	2	10.5%
electropop	1	5.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
hard	10	27.0%
rock	10	27.0%
permanent	6	16.2%
wave	6	16.2%
post-teen	2	5.4%
pop	2	5.4%
electropop	1	2.7%

Most occurring characters

Value	Count	Frequency (%)
r	27	12.9%
e	24	11.4%
a	22	10.5%
	18	8.6%
o	16	7.6%
p	14	6.7%
n	14	6.7%
t	11	5.2%
c	11	5.2%
h	10	4.8%
Other values (8)	43	20.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	210	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
r	27	12.9%
e	24	11.4%
a	22	10.5%
	18	8.6%
o	16	7.6%
p	14	6.7%
n	14	6.7%
t	11	5.2%
c	11	5.2%
h	10	4.8%
Other values (8)	43	20.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	210	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
r	27	12.9%
e	24	11.4%
a	22	10.5%
	18	8.6%
o	16	7.6%
p	14	6.7%
n	14	6.7%
t	11	5.2%
c	11	5.2%
h	10	4.8%
Other values (8)	43	20.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	210	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
r	27	12.9%
e	24	11.4%
a	22	10.5%
	18	8.6%
o	16	7.6%
p	14	6.7%
n	14	6.7%
t	11	5.2%
c	11	5.2%
h	10	4.8%
Other values (8)	43	20.5%

danceability
Real number (ℝ)

HIGH CORRELATION

Distinct	18
Distinct (%)	94.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.50010526

Minimum	0.185
Maximum	0.734
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	284.0 B

Quantile statistics

Minimum	0.185
5-th percentile	0.284
Q1	0.4525
median	0.516
Q3	0.553
95-th percentile	0.734
Maximum	0.734
Range	0.549
Interquartile range (IQR)	0.1005

Descriptive statistics

Standard deviation	0.14319447
Coefficient of variation (CV)	0.28632865
Kurtosis	0.31732427
Mean	0.50010526
Median Absolute Deviation (MAD)	0.06
Skewness	-0.33896236
Sum	9.502
Variance	0.020504655
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
0.734	2	10.5%
0.38	1	5.3%
0.613	1	5.3%
0.523	1	5.3%
0.516	1	5.3%
0.53	1	5.3%
0.691	1	5.3%
0.497	1	5.3%
0.491	1	5.3%
0.456	1	5.3%
Other values (8)	8	42.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.185	1	5.3%
0.295	1	5.3%
0.296	1	5.3%
0.38	1	5.3%
0.449	1	5.3%
0.456	1	5.3%
0.48	1	5.3%
0.491	1	5.3%
0.497	1	5.3%
0.516	1	5.3%

Value	Count	Frequency (%)
0.734	2	10.5%
0.691	1	5.3%
0.613	1	5.3%
0.558	1	5.3%
0.548	1	5.3%
0.53	1	5.3%
0.526	1	5.3%
0.523	1	5.3%
0.516	1	5.3%
0.497	1	5.3%

energy
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	19
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.82631579

Minimum	0.595
Maximum	0.988
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	284.0 B

Quantile statistics

Minimum	0.595
5-th percentile	0.6058
Q1	0.715
median	0.873
Q3	0.927
95-th percentile	0.9817
Maximum	0.988
Range	0.393
Interquartile range (IQR)	0.212

Descriptive statistics

Standard deviation	0.13704016
Coefficient of variation (CV)	0.16584478
Kurtosis	-1.2122159
Mean	0.82631579
Median Absolute Deviation (MAD)	0.084
Skewness	-0.57645904
Sum	15.7
Variance	0.018780006
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
0.988	1	5.3%
0.637	1	5.3%
0.607	1	5.3%
0.873	1	5.3%
0.943	1	5.3%
0.595	1	5.3%
0.751	1	5.3%
0.631	1	5.3%
0.923	1	5.3%
0.981	1	5.3%
Other values (9)	9	47.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.595	1	5.3%
0.607	1	5.3%
0.631	1	5.3%
0.637	1	5.3%
0.679	1	5.3%
0.751	1	5.3%
0.789	1	5.3%
0.793	1	5.3%
0.861	1	5.3%
0.873	1	5.3%

Value	Count	Frequency (%)
0.988	1	5.3%
0.981	1	5.3%
0.973	1	5.3%
0.943	1	5.3%
0.93	1	5.3%
0.924	1	5.3%
0.923	1	5.3%
0.912	1	5.3%
0.91	1	5.3%
0.873	1	5.3%

key
Real number (ℝ)

ZEROS

Distinct	9
Distinct (%)	47.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.2105263

Minimum	0
Maximum	11
Zeros	2
Zeros (%)	10.5%
Negative	0
Negative (%)	0.0%
Memory size	284.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	5
Q3	6.5
95-th percentile	8.3
Maximum	11
Range	11
Interquartile range (IQR)	5.5

Descriptive statistics

Standard deviation	3.0836297
Coefficient of variation (CV)	0.73236205
Kurtosis	-0.48150506
Mean	4.2105263
Median Absolute Deviation (MAD)	2
Skewness	0.31281936
Sum	80
Variance	9.5087719
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
1	4	21.1%
5	4	21.1%
7	3	15.8%
4	2	10.5%
0	2	10.5%
8	1	5.3%
2	1	5.3%
6	1	5.3%
11	1	5.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	10.5%
1	4	21.1%
2	1	5.3%
4	2	10.5%
5	4	21.1%
6	1	5.3%
7	3	15.8%
8	1	5.3%
11	1	5.3%

Value	Count	Frequency (%)
11	1	5.3%
8	1	5.3%
7	3	15.8%
6	1	5.3%
5	4	21.1%
4	2	10.5%
2	1	5.3%
1	4	21.1%
0	2	10.5%

loudness
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	19
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-5.1134211

Minimum	-7.342
Maximum	-2.042
Zeros	0
Zeros (%)	0.0%
Negative	19
Negative (%)	100.0%
Memory size	284.0 B

Quantile statistics

Minimum	-7.342
5-th percentile	-7.2583
Q1	-6.427
median	-5.165
Q3	-3.938
95-th percentile	-2.9402
Maximum	-2.042
Range	5.3
Interquartile range (IQR)	2.489

Descriptive statistics

Standard deviation	1.5482566
Coefficient of variation (CV)	-0.30278293
Kurtosis	-0.91209442
Mean	-5.1134211
Median Absolute Deviation (MAD)	1.313
Skewness	0.2200336
Sum	-97.155
Variance	2.3970986
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
-2.042	1	5.3%
-5.677	1	5.3%
-7.249	1	5.3%
-6.376	1	5.3%
-4.203	1	5.3%
-4.63	1	5.3%
-5.165	1	5.3%
-6.478	1	5.3%
-3.04	1	5.3%
-3.673	1	5.3%
Other values (9)	9	47.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-7.342	1	5.3%
-7.249	1	5.3%
-6.861	1	5.3%
-6.836	1	5.3%
-6.478	1	5.3%
-6.376	1	5.3%
-6.182	1	5.3%
-5.677	1	5.3%
-5.283	1	5.3%
-5.165	1	5.3%

Value	Count	Frequency (%)
-2.042	1	5.3%
-3.04	1	5.3%
-3.433	1	5.3%
-3.596	1	5.3%
-3.673	1	5.3%
-4.203	1	5.3%
-4.48	1	5.3%
-4.609	1	5.3%
-4.63	1	5.3%
-5.165	1	5.3%

mode
Categorical

Distinct	2
Distinct (%)	10.5%
Missing	0
Missing (%)	0.0%
Memory size	284.0 B

1	12
0	7

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	19
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	0
4th row	0
5th row	1

Common Values

Value	Count	Frequency (%)
1	12	63.2%
0	7	36.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	12	63.2%
0	7	36.8%

Most occurring characters

Value	Count	Frequency (%)
1	12	63.2%
0	7	36.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	19	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	12	63.2%
0	7	36.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	19	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	12	63.2%
0	7	36.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	19	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	12	63.2%
0	7	36.8%

speechiness
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	19
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.086273684

Minimum	0.0313
Maximum	0.186
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	284.0 B

Quantile statistics

Minimum	0.0313
5-th percentile	0.0331
Q1	0.0403
median	0.0645
Q3	0.136
95-th percentile	0.1842
Maximum	0.186
Range	0.1547
Interquartile range (IQR)	0.0957

Descriptive statistics

Standard deviation	0.054312377
Coefficient of variation (CV)	0.62953585
Kurtosis	-1.04971
Mean	0.086273684
Median Absolute Deviation (MAD)	0.0308
Skewness	0.6932681
Sum	1.6392
Variance	0.0029498343
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
0.0639	1	5.3%
0.141	1	5.3%
0.0806	1	5.3%
0.0449	1	5.3%
0.0337	1	5.3%
0.0313	1	5.3%
0.0432	1	5.3%
0.0368	1	5.3%
0.11	1	5.3%
0.131	1	5.3%
Other values (9)	9	47.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0313	1	5.3%
0.0333	1	5.3%
0.0337	1	5.3%
0.0368	1	5.3%
0.0374	1	5.3%
0.0432	1	5.3%
0.0449	1	5.3%
0.0477	1	5.3%
0.0639	1	5.3%
0.0645	1	5.3%

Value	Count	Frequency (%)
0.186	1	5.3%
0.184	1	5.3%
0.151	1	5.3%
0.15	1	5.3%
0.141	1	5.3%
0.131	1	5.3%
0.11	1	5.3%
0.0806	1	5.3%
0.0689	1	5.3%
0.0645	1	5.3%

acousticness
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	19
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.013368732

Minimum	2.64 × 10^-5
Maximum	0.0747
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	284.0 B

Quantile statistics

Minimum	2.64 × 10^-5
5-th percentile	3.369 × 10^-5
Q1	0.0004405
median	0.00397
Q3	0.0139
95-th percentile	0.05094
Maximum	0.0747
Range	0.0746736
Interquartile range (IQR)	0.0134595

Descriptive statistics

Standard deviation	0.021016127
Coefficient of variation (CV)	1.5720359
Kurtosis	3.2258063
Mean	0.013368732
Median Absolute Deviation (MAD)	0.00383
Skewness	1.9486039
Sum	0.2540059
Variance	0.00044167758
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
2.64 × 10^-5	1	5.3%
0.0462	1	5.3%
0.0747	1	5.3%
0.00397	1	5.3%
0.00704	1	5.3%
0.0275	1	5.3%
0.000103	1	5.3%
0.0483	1	5.3%
0.00627	1	5.3%
0.0116	1	5.3%
Other values (9)	9	47.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.64 × 10^-5	1	5.3%
3.45 × 10^-5	1	5.3%
0.000103	1	5.3%
0.00014	1	5.3%
0.00033	1	5.3%
0.000551	1	5.3%
0.000641	1	5.3%
0.0022	1	5.3%
0.00329	1	5.3%
0.00397	1	5.3%

Value	Count	Frequency (%)
0.0747	1	5.3%
0.0483	1	5.3%
0.0462	1	5.3%
0.0275	1	5.3%
0.0162	1	5.3%
0.0116	1	5.3%
0.00704	1	5.3%
0.00627	1	5.3%
0.00491	1	5.3%
0.00397	1	5.3%

instrumentalness
Real number (ℝ)

ZEROS

Distinct	17
Distinct (%)	89.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0042573384

Minimum	0
Maximum	0.0559
Zeros	3
Zeros (%)	15.8%
Negative	0
Negative (%)	0.0%
Memory size	284.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1.275 × 10^-5
median	5.44 × 10^-5
Q3	0.0010405
95-th percentile	0.02134
Maximum	0.0559
Range	0.0559
Interquartile range (IQR)	0.00102775

Descriptive statistics

Standard deviation	0.013121812
Coefficient of variation (CV)	3.0821632
Kurtosis	15.139057
Mean	0.0042573384
Median Absolute Deviation (MAD)	5.44 × 10^-5
Skewness	3.8203598
Sum	0.08088943
Variance	0.00017218195
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
0	3	15.8%
7.86 × 10^-5	1	5.3%
2.29 × 10^-5	1	5.3%
0.00111	1	5.3%
0.000577	1	5.3%
3.81 × 10^-5	1	5.3%
0.00175	1	5.3%
1.13 × 10^-5	1	5.3%
0.000971	1	5.3%
0.000191	1	5.3%
Other values (7)	7	36.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3	15.8%
1.63 × 10^-6	1	5.3%
1.13 × 10^-5	1	5.3%
1.42 × 10^-5	1	5.3%
2.29 × 10^-5	1	5.3%
2.93 × 10^-5	1	5.3%
3.81 × 10^-5	1	5.3%
5.44 × 10^-5	1	5.3%
7.86 × 10^-5	1	5.3%
0.000191	1	5.3%

Value	Count	Frequency (%)
0.0559	1	5.3%
0.0175	1	5.3%
0.00264	1	5.3%
0.00175	1	5.3%
0.00111	1	5.3%
0.000971	1	5.3%
0.000577	1	5.3%
0.000191	1	5.3%
7.86 × 10^-5	1	5.3%
5.44 × 10^-5	1	5.3%

liveness
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	19
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.18557895

Minimum	0.0579
Maximum	0.731
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	284.0 B

Quantile statistics

Minimum	0.0579
5-th percentile	0.05997
Q1	0.08785
median	0.109
Q3	0.1725
95-th percentile	0.4232
Maximum	0.731
Range	0.6731
Interquartile range (IQR)	0.08465

Descriptive statistics

Standard deviation	0.16832168
Coefficient of variation (CV)	0.90700851
Kurtosis	5.4710789
Mean	0.18557895
Median Absolute Deviation (MAD)	0.0488
Skewness	2.2392411
Sum	3.526
Variance	0.02833219
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
0.368	1	5.3%
0.0602	1	5.3%
0.0968	1	5.3%
0.367	1	5.3%
0.0579	1	5.3%
0.109	1	5.3%
0.0926	1	5.3%
0.104	1	5.3%
0.082	1	5.3%
0.144	1	5.3%
Other values (9)	9	47.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0579	1	5.3%
0.0602	1	5.3%
0.082	1	5.3%
0.0828	1	5.3%
0.085	1	5.3%
0.0907	1	5.3%
0.0926	1	5.3%
0.0968	1	5.3%
0.104	1	5.3%
0.109	1	5.3%

Value	Count	Frequency (%)
0.731	1	5.3%
0.389	1	5.3%
0.368	1	5.3%
0.367	1	5.3%
0.18	1	5.3%
0.165	1	5.3%
0.162	1	5.3%
0.159	1	5.3%
0.144	1	5.3%
0.109	1	5.3%

valence
Real number (ℝ)

HIGH CORRELATION

Distinct	18
Distinct (%)	94.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.44526316

Minimum	0.188
Maximum	0.8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	284.0 B

Quantile statistics

Minimum	0.188
5-th percentile	0.2069
Q1	0.321
median	0.392
Q3	0.5335
95-th percentile	0.7721
Maximum	0.8
Range	0.612
Interquartile range (IQR)	0.2125

Descriptive statistics

Standard deviation	0.1918836
Coefficient of variation (CV)	0.43094425
Kurtosis	-0.60281274
Mean	0.44526316
Median Absolute Deviation (MAD)	0.13
Skewness	0.57459872
Sum	8.46
Variance	0.036819316
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
0.366	2	10.5%
0.769	1	5.3%
0.648	1	5.3%
0.518	1	5.3%
0.766	1	5.3%
0.392	1	5.3%
0.222	1	5.3%
0.522	1	5.3%
0.8	1	5.3%
0.545	1	5.3%
Other values (8)	8	42.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.188	1	5.3%
0.209	1	5.3%
0.222	1	5.3%
0.242	1	5.3%
0.276	1	5.3%
0.366	2	10.5%
0.377	1	5.3%
0.381	1	5.3%
0.392	1	5.3%
0.416	1	5.3%

Value	Count	Frequency (%)
0.8	1	5.3%
0.769	1	5.3%
0.766	1	5.3%
0.648	1	5.3%
0.545	1	5.3%
0.522	1	5.3%
0.518	1	5.3%
0.457	1	5.3%
0.416	1	5.3%
0.392	1	5.3%

tempo
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	19
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	137.838

Minimum	74.995
Maximum	197.964
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	284.0 B

Quantile statistics

Minimum	74.995
5-th percentile	75.8986
Q1	109.7895
median	138.015
Q3	167.666
95-th percentile	196.1694
Maximum	197.964
Range	122.969
Interquartile range (IQR)	57.8765

Descriptive statistics

Standard deviation	38.730157
Coefficient of variation (CV)	0.28098316
Kurtosis	-0.98080846
Mean	137.838
Median Absolute Deviation (MAD)	31.962
Skewness	-0.13625373
Sum	2618.922
Variance	1500.025
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
186.113	1	5.3%
169.977	1	5.3%
90.023	1	5.3%
129.989	1	5.3%
99.607	1	5.3%
119.972	1	5.3%
148.063	1	5.3%
92.004	1	5.3%
155.11	1	5.3%
138.015	1	5.3%
Other values (9)	9	47.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
74.995	1	5.3%
75.999	1	5.3%
90.023	1	5.3%
92.004	1	5.3%
99.607	1	5.3%
119.972	1	5.3%
124.031	1	5.3%
129.989	1	5.3%
135.055	1	5.3%
138.015	1	5.3%

Value	Count	Frequency (%)
197.964	1	5.3%
195.97	1	5.3%
186.113	1	5.3%
171.931	1	5.3%
169.977	1	5.3%
165.355	1	5.3%
155.11	1	5.3%
148.749	1	5.3%
148.063	1	5.3%
138.015	1	5.3%

duration_ms
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	19
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	228283.58

Minimum	144547
Maximum	349653
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	284.0 B

Quantile statistics

Minimum	144547
5-th percentile	159466.3
Q1	187873.5
median	230142
Q3	241915.5
95-th percentile	341601.6
Maximum	349653
Range	205106
Interquartile range (IQR)	54042

Descriptive statistics

Standard deviation	53894.753
Coefficient of variation (CV)	0.23608686
Kurtosis	0.78544313
Mean	228283.58
Median Absolute Deviation (MAD)	28711
Skewness	0.82527195
Sum	4337388
Variance	2.9046444 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
176346	1	5.3%
202333	1	5.3%
258853	1	5.3%
234813	1	5.3%
180160	1	5.3%
340707	1	5.3%
236440	1	5.3%
161124	1	5.3%
180960	1	5.3%
194787	1	5.3%
Other values (9)	9	47.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
144547	1	5.3%
161124	1	5.3%
176346	1	5.3%
180160	1	5.3%
180960	1	5.3%
194787	1	5.3%
202333	1	5.3%
217944	1	5.3%
225916	1	5.3%
230142	1	5.3%

Value	Count	Frequency (%)
349653	1	5.3%
340707	1	5.3%
280152	1	5.3%
258853	1	5.3%
244538	1	5.3%
239293	1	5.3%
238680	1	5.3%
236440	1	5.3%
234813	1	5.3%
230142	1	5.3%

genero_clean
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	10.5%
Missing	0
Missing (%)	0.0%
Memory size	284.0 B

0	16
3	3

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	19
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3
2nd row	3
3rd row	3
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	16	84.2%
3	3	15.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	16	84.2%
3	3	15.8%

Most occurring characters

Value	Count	Frequency (%)
0	16	84.2%
3	3	15.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	19	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	16	84.2%
3	3	15.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	19	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	16	84.2%
3	3	15.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	19	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	16	84.2%
3	3	15.8%

Auto

Heatmap
Table

	acousticness	danceability	duration_ms	energy	genero_clean	instrumentalness	key	liveness	loudness	mode	playlist_genre	playlist_subgenre	speechiness	tempo	track_popularity	valence
acousticness	1.000	0.518	-0.081	-0.333	0.410	-0.301	0.385	-0.574	-0.254	0.000	0.410	0.491	0.000	-0.328	0.254	0.245
danceability	0.518	1.000	-0.173	-0.495	0.606	0.025	0.240	-0.286	-0.500	0.000	0.606	0.240	-0.426	-0.672	0.096	0.397
duration_ms	-0.081	-0.173	1.000	-0.347	0.398	0.309	0.411	0.047	-0.174	0.410	0.398	0.432	0.102	0.081	-0.070	-0.532
energy	-0.333	-0.495	-0.347	1.000	0.000	0.030	0.102	0.107	0.705	0.102	0.000	0.000	0.353	0.370	-0.293	-0.018
genero_clean	0.410	0.606	0.398	0.000	1.000	0.000	0.297	0.000	0.074	0.000	0.789	0.939	0.297	0.000	0.000	0.297
instrumentalness	-0.301	0.025	0.309	0.030	0.000	1.000	0.204	0.107	-0.223	0.107	0.000	0.000	-0.193	-0.135	-0.221	-0.051
key	0.385	0.240	0.411	0.102	0.297	0.204	1.000	-0.077	-0.067	0.000	0.297	0.365	0.138	-0.198	-0.299	-0.351
liveness	-0.574	-0.286	0.047	0.107	0.000	0.107	-0.077	1.000	0.075	0.000	0.000	0.070	0.053	0.116	-0.034	-0.243
loudness	-0.254	-0.500	-0.174	0.705	0.074	-0.223	-0.067	0.075	1.000	0.000	0.074	0.208	0.318	0.561	0.102	0.110
mode	0.000	0.000	0.410	0.102	0.000	0.107	0.000	0.000	0.000	1.000	0.000	0.000	0.000	0.000	0.000	0.000
playlist_genre	0.410	0.606	0.398	0.000	0.789	0.000	0.297	0.000	0.074	0.000	1.000	0.939	0.297	0.000	0.000	0.297
playlist_subgenre	0.491	0.240	0.432	0.000	0.939	0.000	0.365	0.070	0.208	0.000	0.939	1.000	0.511	0.000	0.000	0.291
speechiness	0.000	-0.426	0.102	0.353	0.297	-0.193	0.138	0.053	0.318	0.000	0.297	0.511	1.000	0.696	-0.111	-0.111
tempo	-0.328	-0.672	0.081	0.370	0.000	-0.135	-0.198	0.116	0.561	0.000	0.000	0.000	0.696	1.000	0.191	-0.004
track_popularity	0.254	0.096	-0.070	-0.293	0.000	-0.221	-0.299	-0.034	0.102	0.000	0.000	0.000	-0.111	0.191	1.000	0.361
valence	0.245	0.397	-0.532	-0.018	0.297	-0.051	-0.351	-0.243	0.110	0.000	0.297	0.291	-0.111	-0.004	0.361	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	track_id	track_name	track_artist	track_popularity	track_album_id	track_album_name	track_album_release_date	playlist_name	playlist_id	playlist_genre	playlist_subgenre	danceability	energy	key	loudness	mode	speechiness	acousticness	instrumentalness	liveness	valence	tempo	duration_ms	genero_clean
0	6nTiIhLmQ3FWhvrGafw2zj	American Idiot	Green Day	78	5dN7F9DV0Qg1XRdIgW8rke	American Idiot	2004-09-21	Dr. Q's Prescription Playlist💊	6jAPdgY9XmxC9cgkXAVmVv	pop	post-teen pop	0.380	0.988	1	-2.042	1	0.0639	0.000026	0.000079	0.3680	0.769	186.113	176346	3
1	3CRDbSIZ4r5MsZ0YwxuEkn	Stressed Out	Twenty One Pilots	83	3cQO7jp5S9qLBoIVtbkSM1	Blurryface	2015-05-15	BALLARE - رقص	1CMvQ4Yr5DlYvYzI0Vc2UE	pop	post-teen pop	0.734	0.637	4	-5.677	0	0.1410	0.046200	0.000023	0.0602	0.648	169.977	202333	3
2	01vv2AjxgP4uUyb8waYO5Y	Morph	Twenty One Pilots	70	621cXqrTSSJi1WqDMSLmbL	Trench	2018-10-05	Electropop	2Z5cPJ6Z4EVZAfF08amjvL	pop	electropop	0.734	0.607	8	-7.249	0	0.0806	0.074700	0.000577	0.0968	0.518	90.023	258853	3
3	7i9763l5SSfOnqZ35VOcfy	Heavydirtysoul	Twenty One Pilots	71	3cQO7jp5S9qLBoIVtbkSM1	Blurryface	2015-05-15	②⓪①⑨ mixed	2bOjjgN1S3Gqd8vSMyafvJ	rock	permanent wave	0.613	0.873	7	-6.376	0	0.0449	0.003970	0.001110	0.3670	0.392	129.989	234813	0
4	4EchqUKQ3qAQuRNKmeIpnf	The Kids Aren't Alright	The Offspring	76	2RNTBrSO8U8XjjEj9RVvZ5	Americana	1998-11-16	SNZB PERMANENT WAVE	6CgjYkPIWTxJi8RtPcki02	rock	permanent wave	0.523	0.943	1	-4.203	1	0.0337	0.007040	0.000038	0.0579	0.766	99.607	180160	0
5	5Ohxk2dO5COHF1krpoPigN	Sign of the Times	Harry Styles	80	1FZKIm3JVDCxTchXDo5jOV	Harry Styles	2017-05-12	I didn’t know perm stood for permanent (wave)	3e6gYPyrTbaB8BWgSHCt5j	rock	permanent wave	0.516	0.595	5	-4.630	1	0.0313	0.027500	0.000000	0.1090	0.222	119.972	340707	0
6	5ZLCyAR6Ti5ueOiPGl41XH	Sleep Alone	Two Door Cinema Club	55	7mxF1FNLd12k1e5MpkMdKg	Beacon	2012-08-31	permanent wave	3uFyGoayrP71xS6T6Y8Bh2	rock	permanent wave	0.530	0.751	0	-5.165	1	0.0432	0.000103	0.001750	0.0926	0.522	148.063	236440	0
7	086myS9r57YsLbJpU0TgK9	Why'd You Only Call Me When You're High?	Arctic Monkeys	76	78bpIziExqiI9qztvNFlQu	AM	2013-09-09	permanent wave	3uFyGoayrP71xS6T6Y8Bh2	rock	permanent wave	0.691	0.631	2	-6.478	1	0.0368	0.048300	0.000011	0.1040	0.800	92.004	161124	0
8	6GGpso9iwdxajUMNRlPAm5	Darkside	blink-182	23	4ZkVdtYgr99rWfRs0fNO4D	Darkside	2019-07-26	Modern Indie Rock // Alternative Rock / Garage Rock / Pop Punk / Grunge / Britpop / Pop Rock	1VnvyBDqoV5TCZAnXYferL	rock	permanent wave	0.497	0.923	4	-3.040	1	0.1100	0.006270	0.000000	0.0820	0.545	155.110	180960	0
9	5t1sJQEcAltWjCfGL50aQT	Grave	Wage War	53	2tStEaMvl7vkfgAEwysgYP	Pressure	2019-08-30	Rock Hard	37i9dQZF1DWWJOmJ7nRx0C	rock	hard rock	0.491	0.981	7	-3.673	0	0.1310	0.011600	0.000971	0.1440	0.366	138.015	194787	0

	track_id	track_name	track_artist	track_popularity	track_album_id	track_album_name	track_album_release_date	playlist_name	playlist_id	playlist_genre	playlist_subgenre	danceability	energy	key	loudness	mode	speechiness	acousticness	instrumentalness	liveness	valence	tempo	duration_ms
9	5t1sJQEcAltWjCfGL50aQT	Grave	Wage War	53	2tStEaMvl7vkfgAEwysgYP	Pressure	2019-08-30	Rock Hard	37i9dQZF1DWWJOmJ7nRx0C	rock	hard rock	0.491	0.981	7	-3.673	0	0.1310	0.011600	0.000971	0.1440	0.366	138.015	194787
10	6hyKhlwAvLvVh0ZysHFLnq	MONOMANIA	The Word Alive	54	2cUtWBZSDdKGEQulGpzxyn	M0N0MANIA	2020-01-10	Rock Hard	37i9dQZF1DWWJOmJ7nRx0C	rock	hard rock	0.456	0.930	5	-3.596	1	0.1860	0.004910	0.000191	0.1590	0.416	148.749	238680
11	6PcRGZGpM4a3wcaK59fPsZ	Paranoid	I Prevail	2	7BReO1xKzOd4fbL7UMbmEQ	Breaking Down / Bow Down / Paranoid	2019-03-18	Rock Hard	37i9dQZF1DWWJOmJ7nRx0C	rock	hard rock	0.558	0.793	1	-6.861	0	0.0374	0.000641	0.000029	0.7310	0.457	75.999	144547
12	2eZjO58Qe9og2xmyfw4qwJ	Ludens	Bring Me The Horizon	73	4IojpVltvdlDvlQ6uC6iVW	Ludens	2019-11-06	Rock Hard	37i9dQZF1DWWJOmJ7nRx0C	rock	hard rock	0.295	0.679	1	-6.182	1	0.1500	0.000551	0.000054	0.1650	0.381	197.964	280152
13	1tS3YIyOAczsBzjub9PrZj	Soak Me in Bleach	The Amity Affliction	61	6yQXOc0luqwZYOT0jkgrqJ	Soak Me in Bleach	2020-01-08	Rock Hard	37i9dQZF1DWWJOmJ7nRx0C	rock	hard rock	0.185	0.910	0	-5.283	1	0.1510	0.000140	0.000000	0.1800	0.188	165.355	225916
14	7c8vaoaPChZNEFEPWoAQ4i	The Offering	Sleep Token	2	5dSl04wZKKLyf6Z5LvvAkE	The Offering	2019-07-04	Rock Hard	37i9dQZF1DWWJOmJ7nRx0C	rock	hard rock	0.480	0.861	6	-6.836	1	0.0477	0.003290	0.055900	0.0907	0.377	135.055	349653
15	65nxwwEt3wwNv5hFqUQWph	Tapping Out	Issues	50	2jLAqtOVud3faj6AsgHaAc	Tapping Out	2019-05-03	Rock Hard	37i9dQZF1DWWJOmJ7nRx0C	rock	hard rock	0.449	0.973	7	-4.609	1	0.1840	0.016200	0.000002	0.0828	0.366	195.970	217944
16	2XAjNdO20yRaXSGARd6fCw	Chemical	The Devil Wears Prada	47	4pEnCDCsZ8iWC3HaF98g2P	Chemical	2019-09-27	Rock Hard	37i9dQZF1DWWJOmJ7nRx0C	rock	hard rock	0.526	0.789	5	-7.342	0	0.0333	0.002200	0.017500	0.0850	0.209	74.995	230142
17	2gYCaUsqrnBOt7DymQCY6d	Legendary	Skillet	14	3YBM8Bk5cfjLLTwJx8uWXb	Legendary	2019-05-08	Rock Hard	37i9dQZF1DWWJOmJ7nRx0C	rock	hard rock	0.548	0.924	11	-4.480	0	0.0689	0.000330	0.000014	0.1620	0.242	124.031	244538
18	4Smc57rqnTjKvz56WJaunv	Happy Song	Bring Me The Horizon	58	6XPW94L30lADaLwczUnLFh	That's The Spirit (Track by Track Commentary)	2015-09-04	Workout Hard Rock	4TG1lzMD9HFvZ9E1Bk6Gnu	rock	hard rock	0.296	0.912	5	-3.433	1	0.0645	0.000034	0.002640	0.3890	0.276	171.931	239293

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts